Samsung Electronics Co., Ltd.

Sungkyunkwan University

Kang Ho Roh

Chan Kim

Jung Hoon Kim

Ji Min Lee

Jeong Woo Lee

Jung Min Seo

Young-Sik Lee

Kwang Woo Lee

Dong Kun Shin

Hee Won Lee

Byeong Hui Kim

Sang Jin Yoo

Seung Jun Yang

A storage device, including a feature information database configured to store feature information about a memory device; and a machine learning module configured to select a machine learning model from a plurality of machine learning models the corresponding to an operation of the memory device based on the feature information, wherein the memory device is configured to operate according to the selected machine learning model.

Storage device and method of operating storage device

A storage device includes; an interface receiving data and a corresponding LBA from a host, wherein the data includes at least one of first data having a stream ID and second data lacking a stream ID, a nonvolatile memory (NVM) device including at least one nonvolatile memory configured to store the data, and a LBA predictor configured to provide a predicted stream ID for the second data using a neural network model operating in response to at least one feature associated with LBA values received by the storage device from the host, wherein the first data is stored in the NVM device using the stream ID, and the data is stored in the NVM device using the predicted stream ID.

Storage device, storage system and operating method thereof

A storage device and operating method are provided. The storage device includes at least one nonvolatile memory including a single-level cell area and a multi-level cell area and a storage controller configured to dynamically resize the single-level cell area through reinforcement learning.

Storage device and operating method thereof

A semiconductor device includes: a memory device; and a storage controller. The storage controller includes a flash controller performing data operations on the memory device, and a processor executing a real-time operating system (RTOS) for controlling the flash controller, wherein the RTOS receives expiration time information of data from a host and performs at least one of the data operations using a scheduler based on the expiration time information.

Semiconductor device

Growing community of inventors

Seoul, South Korea

Kang Ho Roh